Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Survey: Leakage and Privacy at Inference Time Marija Jegorova Chaitanya Kaul Charlie Mayor Alison Q. OÑeil Alexander Weir Roderick Murray-Smith Sotirios A. Tsaftaris PILM MIACV 113 75 0 04 Jul 2021
Reparameterized Sampling for Generative Adversarial Networks Yifei Wang Yisen Wang Jiansheng Yang Zhouchen Lin GAN 59 5 0 01 Jul 2021
GANSpeech: Adversarial Training for High-Fidelity Multi-Speaker Speech Synthesis Jinhyeok Yang Jaesung Bae Taejun Bak Young-Ik Kim Hoon-Young Cho 134 37 0 29 Jun 2021
Are conditional GANs explicitly conditional? Houssem-eddine Boulahbal A. Voicila Andrew I. Comport GAN 87 1 0 28 Jun 2021
Contrastive Counterfactual Visual Explanations With Overdetermination Adam White K. Ngan James Phelan Saman Sadeghi Afgeh Kevin Ryan C. Reyes-Aldasoro Artur Garcez 53 8 0 28 Jun 2021
Learning stochastic object models from medical imaging measurements by use of advanced ambient generative adversarial networks Weimin Zhou Sayantan Bhadra F. Brooks Hua Li M. Anastasio GAN MedIm 103 17 0 27 Jun 2021
GaussiGAN: Controllable Image Synthesis with 3D Gaussians from Unposed Silhouettes Youssef A. Mejjati Isa Milefchik Aaron Gokaslan Oliver Wang K. Kim James Tompkin 3DV 3DGS 84 5 0 24 Jun 2021
Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes Hao Tang N. Sebe GAN 71 20 0 21 Jun 2021
ReGO: Reference-Guided Outpainting for Scenery Image Yaxiong Wang Yunchao Wei Xueming Qian Li Zhu Yi Yang 46 8 0 20 Jun 2021
Reversible Colour Density Compression of Images using cGANs Arunkant A. Jose Abraham Francis GAN 20 1 0 19 Jun 2021
Deep Generative Learning via Schrödinger Bridge Gefei Wang Yuling Jiao Qiang Xu Yang Wang Can Yang DiffM OT 93 103 0 19 Jun 2021
Universum GANs: Improving GANs through contradictions Sauptik Dhar Javad Heydari S. Tripathi Unmesh Kurup Mohak Shah GAN SyDa 39 1 0 18 Jun 2021
Deep HDR Hallucination for Inverse Tone Mapping Demetris Marnerides Thomas Bashford-Rogers Kurt Debattista 132 16 0 17 Jun 2021
Class Balancing GAN with a Classifier in the Loop Harsh Rangwani Konda Reddy Mopuri R. Venkatesh Babu 44 19 0 17 Jun 2021
Federated CycleGAN for Privacy-Preserving Image-to-Image Translation Joonyoung Song Jong Chul Ye FedML 129 10 0 17 Jun 2021
Self-Supervised GANs with Label Augmentation Liang Hou Huawei Shen Qi Cao Xueqi Cheng 80 18 0 16 Jun 2021
Compound Frechet Inception Distance for Quality Assessment of GAN Created Images Eric J. Nunn P. Khadivi S. Samavi EGVM 48 20 0 16 Jun 2021
Dynamically Grown Generative Adversarial Networks Lanlan Liu Yuting Zhang Jia Deng Stefano Soatto AI4CE GAN 63 12 0 16 Jun 2021
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy Christoph Reich Tim Prangemeier C. Wildner Heinz Koeppl AI4CE 47 9 0 15 Jun 2021
Divergence Frontiers for Generative Models: Sample Complexity, Quantization Effects, and Frontier Integrals Lang Liu Krishna Pillutla Sean Welleck Sewoong Oh Yejin Choi Zaïd Harchaoui MQ 89 14 0 15 Jun 2021
RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning Krishnateja Killamsetty Xujiang Zhao F. Chen Rishabh K. Iyer 90 84 0 14 Jun 2021
Improved Transformer for High-Resolution GANs Long Zhao Zizhao Zhang Ting Chen Dimitris N. Metaxas Han Zhang ViT 129 96 0 14 Jun 2021
Revisiting consistency for semi-supervised semantic segmentation Ivan Grubišić Marin Orsic Sinisa Segvic 50 5 0 13 Jun 2021
Styleformer: Transformer based Generative Adversarial Networks with Style Vector Jeeseung Park Younggeun Kim ViT 123 49 0 13 Jun 2021
Toward Accurate and Realistic Outfits Visualization with Attention to Details Kedan Li Min Jin Chong Jeffrey Zhang Jingen Liu 3DH 98 48 0 11 Jun 2021
Learning the Precise Feature for Cluster Assignment Yanhai Gan Xinghui Dong Huiyu Zhou Feng Gao Junyu Dong 84 5 0 11 Jun 2021
A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems Babak Barazandeh Tianjian Huang George Michailidis 84 12 0 10 Jun 2021
Artificial Intelligence in Drug Discovery: Applications and Techniques Jianyuan Deng Zhibo Yang Iwao Ojima Dimitris Samaras Fusheng Wang AI4TS 124 112 0 09 Jun 2021
Tensor feature hallucination for few-shot learning Michalis Lazarou Tania Stathaki Yannis Avrithis 97 23 0 09 Jun 2021
Realizing GANs via a Tunable Loss Function Gowtham R. Kurri Tyler Sypherd Lalitha Sankar GAN 73 17 0 09 Jun 2021
ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation Lihe Yang Wei Zhuo Lei Qi Yinghuan Shi Yang Gao 113 318 0 09 Jun 2021
Manifold Topology Divergence: a Framework for Comparing Data Manifolds S. Barannikov I. Trofimov Grigorii Sotnikov Ekaterina Trimbach Alexander Korotin Alexander N. Filippov Evgeny Burnaev 91 29 0 08 Jun 2021
Double Descent and Other Interpolation Phenomena in GANs Lorenzo Luzi Yehuda Dar Richard Baraniuk 65 5 0 07 Jun 2021
Generative Flows with Invertible Attentions R. Sukthanker Zhiwu Huang Suryansh Kumar Radu Timofte Luc Van Gool 52 14 0 07 Jun 2021
GAN Cocktail: mixing GANs without dataset access Omri Avrahami Dani Lischinski Ohad Fried DiffM MoMe 51 9 0 07 Jun 2021
On Memorization in Probabilistic Deep Generative Models G. V. D. Burg Christopher K. I. Williams TDI 95 63 0 06 Jun 2021
MOC-GAN: Mixing Objects and Captions to Generate Realistic Images Tao Ma Yikang Li 43 0 0 06 Jun 2021
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale Competition C. Bai Hsuan-Tien Lin Colin Raffel Wendy Kan 48 35 0 06 Jun 2021
PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics Arka Daw M. Maruf Anuj Karpatne AI4CE 88 42 0 06 Jun 2021
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework Zeyu Yan Fei Wen R. Ying Chao Ma Peilin Liu 84 38 0 05 Jun 2021
F-Drop&Match: GANs with a Dead Zone in the High-Frequency Domain Shin'ya Yamaguchi Sekitoshi Kanai 33 4 0 04 Jun 2021
Barcode Method for Generative Model Evaluation driven by Topological Data Analysis Ryoungwoo Jang Minjee Kim Da-in Eun Kyungjin Cho Jiyeon Seo Namkug Kim EGVM 21 0 0 04 Jun 2021
Ebola Optimization Search Algorithm (EOSA): A new metaheuristic algorithm based on the propagation model of Ebola virus disease O. N. Oyelade Ezugwu E. Absalom 38 22 0 02 Jun 2021
Adversarially Adaptive Normalization for Single Domain Generalization Xinjie Fan Qifei Wang Junjie Ke Feng Yang Boqing Gong Mingyuan Zhou 86 133 0 01 Jun 2021
Algorithmic Insurance Dimitris Bertsimas Agni Orfanoudaki 26 3 0 01 Jun 2021
Validating GAN-BioBERT: A Methodology For Assessing Reporting Trends In Clinical Trials Joshua J. Myszewski Emily Klossowski P. Meyer Kristin M Bevil L. Klesius Kristopher M. Schroeder 18 8 0 01 Jun 2021
A survey of machine learning-based physics event generation Yasir Alanazi Nobuo Sato P. Ambrozewicz A. H. Blin W. Melnitchouk M. Battaglieri Tianbo Liu Yaohang Li AI4CE 53 17 0 01 Jun 2021
IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse Yang Li Liangliang Shi Junchi Yan GAN 38 7 0 01 Jun 2021
GANs Can Play Lottery Tickets Too Xuxi Chen Zhenyu Zhang Yongduo Sui Tianlong Chen GAN 82 58 0 31 May 2021
On Fast Sampling of Diffusion Probabilistic Models Zhifeng Kong Ming-Yu Liu DiffM 92 200 0 31 May 2021